Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin
Lesion Segmentation

Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation

30 October 2022

Ehsan Khodapanah Aghdam

Papers citing "Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation"

18 / 18 papers shown

Title
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 24 3 0 17 Sep 2024
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation Rongtao Xu Changwei Wang Jiguang Zhang Shibiao Xu Weiliang Meng Xiaopeng Zhang ViT MedIm 11 1 0 13 Sep 2024
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation Quoc-Bao Nguyen-Le Tuan-Hy Le Anh-Triet Do Quoc-Huy Trinh ViT MedIm 21 0 0 09 Sep 2024
SliceMamba with Neural Architecture Search for Medical Image Segmentation Chao Fan Hongyuan Yu Yan Huang Liang Wang Zhenghan Yang Xibin Jia Mamba 44 1 0 11 Jul 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 25 44 0 29 Mar 2024
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets Tianyi Liu Zhaorui Tan Kaizhu Huang Haochuan Jiang 12 0 0 28 Mar 2024
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation Hao Tang Lianglun Cheng Guoheng Huang Zhengguang Tan Junhao Lu Kaihong Wu Mamba 38 10 0 26 Mar 2024
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 32 28 0 20 Mar 2024
FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything Safouane El Ghazouali Youssef Mhirit Ali Oukhrid Umberto Michelucci H. Nouira 28 8 0 29 Feb 2024
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification Renkai Wu Yinghao Liu Pengchen Liang Qing Chang 17 1 0 27 Nov 2023
Shape-Sensitive Loss for Catheter and Guidewire Segmentation Chayun Kongtongvattana Baoru Huang Jingxuan Kang Hoan Nguyen Olajide Olufemi Anh Nguyen MedIm 11 4 0 19 Nov 2023
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks Sania Eskandari Janet Lumpp ViT MedIm 13 3 0 20 Oct 2023
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Sania Eskandari Janet Lumpp Luis Gonzalo Sánchez Giraldo ViT MedIm 6 7 0 20 Oct 2023
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation Reza Azad Leon Niggemeier Michael Huttemann A. Kazerouni Ehsan Khodapanah Aghdam Yury Velichko Ulas Bagci Dorit Merhof MedIm 22 54 0 31 Aug 2023
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Reza Azad Yiwei Jia Ehsan Khodapanah Aghdam Julien Cohen-Adad Dorit Merhof ViT MedIm 15 24 0 25 Jan 2023
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation Reza Azad René Arimond Ehsan Khodapanah Aghdam Amirhosein Kazerouni Dorit Merhof ViT MedIm 19 76 0 27 Dec 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 12 253 0 27 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 28 351 0 14 Nov 2022